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data augmentation

3037 papers

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Also known as

DA-MCMC DADA DA TTA ADA EDA

Co-occurring keywords

text classification (6776) large language model (12755) transfer learning (5442) semi-supervised learning (2331) few-shot learning (3390) domain adaptation (4578) machine translation (2472) image classification (1943) language model (4573) low-resource language (2234)

Papers

KIT’s Low-resource Speech Translation Systems for IWSLT2025: System Enhancement with Synthetic Data and Model Regularization ACL 2025
Data Augmentation for Instruction Following Policies via Trajectory Segmentation AAAI 2025
DREAM: Improving Video-Text Retrieval Through Relevance-Based Augmentation Using Large Foundation Models NAACL 2025
GAUDA: Generative Adaptive Uncertainty-Guided Diffusion-Based Augmentation for Surgical Segmentation WACV 2025
SynDroneVision: A Synthetic Dataset for Image-Based Drone Detection WACV 2025
Generative Model-Based Fusion for Improved Few-Shot Semantic Segmentation of Infrared Images WACV 2025
A Simple Data Augmentation Strategy for Text-in-Image Scientific VQA EMNLP 2025
EdinHelsOW WMT 2025 CreoleMT System Description: Improving Lusophone Creole Translation through Data Augmentation, Model Merging and LLM Post-editing EMNLP 2025
VerbaNexAI at SemEval-2025 Task 11 Track A: A RoBERTa-Based Approach for the Classification of Emotions in Text ACL 2025
Improving Sentiment Analysis for Ukrainian Social Media Code-Switching Data ACL 2025
Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language CVPR 2025
HSDA: High-Frequency Shuffle Data Augmentation for Bird's-Eye-View Map Segmentation WACV 2025
Open-world Radio Frequency Fingerprint Identification via Augmented Semi-supervised Learning AAAI 2025
LTG at VarDial 2025 NorSID: More and Better Training Data for Slot and Intent Detection COLING 2025
PATeam at SemEval-2025 Task 10: Two-stage News Analytical Framework: Target-oriented Semantic Segmentation and Sequence Generation LLMs for Cross-Lingual Entity and Narrative Analysis SEMEVAL 2025
Augmenting Sign Language Translation Datasets with Large Language Models IJCNLP 2025
Enhancing Low-Light Images: A Synthetic Data Perspective on Practical and Generalizable Solutions AAAI 2025
tinaal at SemEval-2025 Task 11: Enhancing Perceived Emotion Intensity Prediction with Boosting Fine-Tuned Transformers SEMEVAL 2025
Multi-View Incongruity Learning for Multimodal Sarcasm Detection COLING 2025
DUTIR at SemEval-2025 Task 10: A Large Language Model-based Approach for Entity Framing in Online News SEMEVAL 2025
On Evaluation Protocols for Data Augmentation in a Limited Data Scenario COLING 2025
PathDiff: Histopathology Image Synthesis with Unpaired Text and Mask Conditions ICCV 2025
Uncertainty-guided Graph Contrastive Learning from a Unified Perspective IJCAI 2025
Beyond Single Labels: Improving Conversational Recommendation through LLM-Powered Data Augmentation ACL 2025
Habib University at SemEval-2025 Task 9: Using Ensemble Models for Food Hazard Detection ACL 2025